| 2022 | 34th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2022, Macao, China, October 31 - November 2, 2022 Marek Z. Reformat, Du Zhang, Nikolaos G. Bourbakis |
| 2022 | A Chunked Local Aggregation Strategy in Federated Learning. Haibing Zhao, Weiqin Tong, Xiaoli Zhi, Tong Liu |
| 2022 | A Clustering Algorithm for Correlation Quickest Hub Discovery Mixing Time Evolution and Random Matrix Theory. Alejandro Rodríguez Domínguez, David Stynes |
| 2022 | A Convolutional Neural Network Based Infrared-Visible Image Fusion Method and its Application in Aerospace Measurement and Control. Liang Zhang, Zhenhua Chen, Jinqian Tao, Kangyi Zhang, Zhaodun Huang, Hao Ding |
| 2022 | A Cross-Modal Object-Aware Transformer for Vision-and-Language Navigation. Han Ni, Jia Chen, Dayong Zhu, Dianxi Shi |
| 2022 | A Deep Reinforcement Learning Heuristic for SAT based on Antagonist Graph Neural Networks. Thomas Fournier, Arnaud Lallouet, Télio Cropsal, Gaël Glorian, Alexandre Papadopoulos, Antoine Petitet, Guillaume Perez, Suruthy Sekar, Wijnand Suijlen |
| 2022 | A Dilated Transformer Network for Time Series Anomaly Detection. Bo Wu, Zhenjie Yao, Yanhui Tu, Yixin Chen |
| 2022 | A Dual-View Knowledge Enhancing Self-Attention Network for Sequential Recommendation. Hao Tang, Feng Zhang, Xinhai Xu, Jieyuan Zhang, Donghong Liu |
| 2022 | A Federated Multi-Server Knowledge Graph Embedding Framework For Link Prediction. Ce Hu, Baisong Liu, Xueyuan Zhang, Zhiye Wang, Chennan Lin, Linze Luo |
| 2022 | A Generative Adversarial Active Learning Method for Effective Outlier Detection. Mohamed Jaward Bah, Ji Zhang, Ting Yu, Feng Xia, Zhao Li, Shuigeng Zhou, Hongzhi Wang |
| 2022 | A Hybrid Approach for Summarizing User Reviews Based on KL-Divergence and Deep Learning. Nathaniel Benham, Siqi Gao, Yiu-Kai Ng |
| 2022 | A Lipreading Model Based on Fine-Grained Global Synergy of Lip Movement. Baosheng Sun, Dongliang Xie, Dawei Luo, Xiaojie Yin |
| 2022 | A Novel Efficient Unclick Behavior Modeling Framework for Click-Through Rate Prediction. Jiao He, Weihai Lu, Jianjun Yuan |
| 2022 | A Novel Fuzzy-Based MOPSO Algorithm for Identifying Clusters From Complex Networks. Yue Yang, Xiaorui Su, Bowei Zhao, Yizhou He, Lun Hu |
| 2022 | A Novel Multi-Frequency Coordinated Module for SAR Ship Detection. Chenchen Qiao, Fei Shen, Xuejun Wang, Ruixin Wang, Fang Cao, Sixian Zhao, Chang Li |
| 2022 | A Pruning Method Based on the Dissimilarity of Angle Among Channels and Filters. Jiayi Yao, Ping Li, Xiatao Kang, Yuzhe Wang |
| 2022 | A Search Space Utility Optimization Based Online POMDP Planning Algorithm. Qingya Wang, Feng Liu |
| 2022 | A Stable Spatial Pooling Algorithm for Hierarchical Temporal Memory Network. Dejiao Niu, Xudong Wu, Tao Cai, Lei Li, Jie Jiang, Yuhan Chen |
| 2022 | A Supervised Learning Rule for Recurrent Spiking Neural Networks with Weighted Spikes. Guoyong Shi, Jungang Liang, Yong Cui |
| 2022 | A Survey of Sentiment Analysis Based on Pretrained Language Models. Kaili Sun, Xudong Luo, Michael Y. Luo |
| 2022 | A Zero-shot Learning Method with a Multi-Modal Knowledge Graph. Yuhong Zhang, Haitao Shu, Chenyang Bu, Xuegang Hu |
| 2022 | A game theoretic approach to curriculum reinforcement learning. Michalis Smyrnakis, Lan Hoang |
| 2022 | A grouping-based AdaBoost method for factor investing. Yujie Ding, Wenting Tu, Chuan Qin, Jun Chang |
| 2022 | A microservices-based iterative development approach for usable, reliable and explainable A.I.-infused medical applications using R.U.P. Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis |
| 2022 | A new multiscale texture surface defect detection method based on convolutional neural network. Kaixiang Li, Min Dong, Dezhen Li |
| 2022 | A voting mechanism-based approach for identifying key nodes in complex networks. Jun Chen, Xuesong Jiang, Xiumei Wei, Yihong Li |
| 2022 | Achieving Both Model Accuracy and Robustness by Adversarial Training with Batch Norm Shaping. Brian Zhang, Shiqing Ma |
| 2022 | Actor-Aware Contrastive Learning for Semi-Supervised Action Recognition. Maregu Assefa, Wei Jiang, Kumie Gedamu, Getinet Yilma, Melese Ayalew, Mohammed Seid |
| 2022 | An Accurate PDDL Domain Learning Algorithm from Partial and Noisy Observations. Maxence Grand, Damien Pellier, Humbert Fiorino |
| 2022 | An Emotion Evolution Network for Emotion Recognition in Conversation. Shimin Tang, Changjian Wang, Kele Xu, Zhen Huang, Minpeng Xu, Yuxing Peng |
| 2022 | Analyzing Deceptive Opinion Spam Patterns: the Topic Modeling Approach. Alibek Jakupov, Julien Mercadal, Besma Zeddini, Julien Longhi |
| 2022 | Approximating Element-Wise Functions of Matrix with Improved Streaming Randomized SVD. Yuyang Xie, Xu Feng, Xizhi Zhang, Jiezhong Qiu, Wenjian Yu |
| 2022 | Arg-XAI: a Tool for Explaining Machine Learning Results. Stefano Bistarelli, Alessio Mancinelli, Francesco Santini, Carlo Taticchi |
| 2022 | Argumentation-Based Adversarial Regression with Multiple Learners. Monowar Bhuyan, Juan Carlos Nieves |
| 2022 | Assessing the Influence of Time on Features for the Prediction of User Dropout. Parisa Shayan, Martin Atzmueller, Menno van Zaanen |
| 2022 | Attention Constraint Mechanism through Auxiliary Attention. Yingda Fan, Amrinder Arora |
| 2022 | Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives. Wenjin Xie, Siyuan Liu, Xiaomeng Wang, Tao Jia |
| 2022 | Automated Drawing Psychoanalysis via House-Tree-Person Test. Ting Pan, Xiaoming Zhao, Baodi Liu, Weifeng Liu |
| 2022 | Automated Drone Classification for Internet of Drones Based on a Hybrid Transformer Model. Bing Han, Xiang Yan, Zhigang Su, Jingtang Hao |
| 2022 | Automated construction of an Object-Oriented Bayesian Network (OOBN) Class Hierarchy. Md. Samiullah, Ann E. Nicholson, David W. Albrecht |
| 2022 | Automatically Classifying Emotions based on Text: A Comparative Exploration of Different Datasets. Anna Koufakou, Jairo Garciga, Adam Paul, Joseph Morelli, Christopher Frank |
| 2022 | BiGNN: A Bilateral-Branch Graph Neural Network to Solve Popularity Bias in Recommendation. Yingshuai Kou, Neng Gao, Yifei Zhang, Chenyang Tu, Cunqing Ma |
| 2022 | Bilateral-Branch Network for Imbalanced Visual Regression. Rongjiao Liang, Guixian Zhang, Kui Zhang, Zhi Lei, Shichao Zhang |
| 2022 | Block-term Dropout For Robust Adversarial Defense. Chen Ouyang, Wei Yang, Rong Hu |
| 2022 | Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation. Denghao Li, Yuqiao Zeng, Jianzong Wang, Lingwei Kong, Zhangcheng Huang, Ning Cheng, Xiaoyang Qu, Jing Xiao |
| 2022 | Building Height Restoration Method of Remote Sensing Images based on Faster RCNN. Biao Li, Xucan Chen, Lin Zuo |
| 2022 | CATREEN: Context-Aware Code Timing Estimation with Stacked Recurrent Networks. Abderaouf N. Amalou, Élisa Fromont, Isabelle Puaut |
| 2022 | CDRL: Contrastive Disentangled Representation Learning Scheme for Facial Action Unit Detection. Huijuan Zhao, Shuangjiang He, Li Yu, Congju Du, Jinqiao Xiang |
| 2022 | CNA: A Dataset for Parsing Discourse Structure on Chinese News Articles. Zhenliang Guo, Zhen Huang, Yong Dou, Xiubin Yu, Sijie Wang, Zhongwu Chen, Xinxin Su, Xiaohang Liu |
| 2022 | Combining State Detection with Knowledge Transfer for Constrained Multi-objective Optimization. Jinhua Zheng, Kaixi Yang, Juan Zou, Shengxiang Yang |
| 2022 | Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting. Minghai Qin, Tianyun Zhang, Fei Sun, Yen-Kuang Chen, Makan Fardad, Yanzhi Wang, Yuan Xie |
| 2022 | Concession-First Learning and Coarse-to-Fine Retrieval for Open-Domain Conversational Question Answering. Xibo Li, Bowei Zou, Mengxing Dong, Jianmin Yao, Yu Hong |
| 2022 | Context-aware Relation Classification based on Deep Learning. Maha Mallek, Ramzi Guetari, Sébastien Fournier, Wided Lejouad Chaari, Bernard Espinasse |
| 2022 | Contrastive Graph Convolutional Networks with Degree-specific Augmentation. Jiahou Cheng, Hui Yan |
| 2022 | Convolutional Decoupled cVAE-GANs for Pseudo-Replay Based Continual Learning. Lucas A. M. De Alcantara, Jose Ivson S. Silva, Miguel L. P. C. Silva, Saulo C. S. Machado, Tsang Ing Ren |
| 2022 | Convolutional Transformer with Similarity-based Boundary Prediction for Action Segmentation. Dazhao Du, Bing Su, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan |
| 2022 | Correlation Enhancement with Graph Convolutional Network for Pedestrian Attribute Recognition. Chen Chen, Zhihan Zuo, Yuchun Fang, Yilu Cao, Yaofang Zhang |
| 2022 | DRL-TA: A Type-aware Task Scheduling and Load Balancing Method based on Deep Reinforcement Learning in Heterogeneous Computing Environment. Changyong Sun, Tan Yang, Youxun Lei |
| 2022 | DeComa: Dictionary Enhanced Chinese NER Based on Confidence Estimation. Xingchen Liu, Tongyang Liu, Qiang Zhang |
| 2022 | Deep Learning Approaches for the Protein Scaffold Filling Problem. Binhai Zhu, Jordan Sturtz, Xiaowen Liu, Letu Qingge, Xiaohong Yuan, Xingang Fu |
| 2022 | Deep Learning Assisted Mouth-Esophagus Passage Time Estimation During Gastroscopy. Zinan Xiong, Qilei Chen, Chenxi Zhang, Yu Cao, Benyuan Liu, Yu Wu, Yu Peng, Xiaowei Liu |
| 2022 | Deep Learning Methods for Animal Counting in Camera Trap Images. Yizhen Wang, Yang Zhang, Yuan Feng, Yi Shang |
| 2022 | Deep Spatio-Temporal Method for ADHD Classification Using Resting-State fMRI. Yuan Niu, Feihu Huang, Hui Zhou, Jian Peng |
| 2022 | Deep-Cogn: Skeleton-based Human Action Recognition for Cognitive Behavior Assessment. Sayda Elmi, Morris Bell, Kian-Lee Tan |
| 2022 | Detecting Backdoor Attacks on Deep Neural Networks Based on Model Parameters Analysis. Mingyuan Ma, Hu Li, Xiaohui Kuang |
| 2022 | Detecting DoS and DDoS Attacks through Sparse U-Net-like Autoencoders. Nunziato Cassavia, Francesco Folino, Massimo Guarascio |
| 2022 | Device Behavior Identification in Encrypted Home Security Camera Traffic. Shuhe Liu, Xiaolin Xu, Zhefeng Nan |
| 2022 | Discriminative Graph Convolutional Networks for Semi-supervised Node Classification. Guoguo Ai, Hui Yan, Yuxin Chen |
| 2022 | Distributed Support Vector Machine Based on Distributed Loss. Yuefeng Ma, Mengwei Wang |
| 2022 | Document-Level Sentiment Knowledge Transfer Network for Aspect Sentiment Triplet Extraction. Long Tan, Zixian Su |
| 2022 | Doing Analogical Reasoning in Dynamic Assumption-based Argumentation Frameworks. Teeradaj Racharak |
| 2022 | Domain-adaptive Graph based on Post-hoc Explanation for Cross-domain Hate Speech Detection. Yushan Jiang, Bin Zhou, Xuechen Zhao, Jiaying Zou, Feng Xie, Liang Li |
| 2022 | Drug Side Effects Prediction via Heterogeneous Multi-Relational Graph Convolutional Networks. Yike Wang, Huifang Ma, Ruoyi Zhang, Zihao Gao |
| 2022 | Dual Autoencoder Enhanced Subgraph Pattern Mining for Cognitive Diagnosis. Haodong Meng, Changzhi Chen, Hongyu Yi, Xiaofeng He |
| 2022 | Dual-Neighborhood Feature Aggregation Network for Point Cloud Semantic Segmentation. Minghong Chen, Guanghui Zhang, Wenjun Shi, Dongchen Zhu, Xiaolin Zhang, Jiamao Li |
| 2022 | Dynamic Community Detection Algorithm based on Allocating and Splitting. Wanchang Jiang, Xiaoxi Zhang |
| 2022 | Dynamic selection of classifiers based on complexity measures. Ederson Schmeing, André Luiz Brun, Ronan Assumpção Silva |
| 2022 | EDSC: Event Detection with Superior Conceptual Information. Xin Sun, Shuo Zhao, Chaoxu Hou, Jingna Chang |
| 2022 | EG-KGR: A Knowledge Graph Reasoning Model Based on Enhanced Graph Sample and Aggregate Inductive Learning Algorithm. Yuejia Wu, Jian-tao Zhou |
| 2022 | EMAS: Efficient Meta Architecture Search for Few-Shot Learning. Dongkai Liu, Jiaxing Li, Honglong Chen, Baodi Liu, Xiaoping Lu, Weifeng Liu |
| 2022 | Enhancing Implicit Discourse Relation Classification by Perceiving External Semantics and Convolving Internal Semantics. Zujun Dou, Yu Hong, Yu Sun, Xiao Li, Guodong Zhou |
| 2022 | Enhancing Neural Aspect Term Extraction Using Part-Of-Speech and Syntactic Dependency Features. Jiaxiang Chen, Yu Hong, Qingting Xu, Jianmin Yao, Guodong Zhou |
| 2022 | Enriching Smart Cities by Optimizing Electric Vehicle Ride-Sharing through Game Theory. Darko Radakovic, Anuradha Singh, Aparna S. Varde, Pankaj Lal |
| 2022 | EthicAmanuensis: supporting machine learning practitioners making and recording ethical decisions. Dave Murray-Rust, Konstantinos Tsiakas |
| 2022 | Evaluating Performance Metrics for Credit Card Fraud Classification. Joffrey L. Leevy, Taghi M. Khoshgoftaar, John T. Hancock |
| 2022 | Evaluating a New Attention Framework Based on Matrix Blocking for Attention Models on FPGAs. Xiaohang Liu, Jingfei Jiang, Jinwei Xu, Lei Gao |
| 2022 | Evaluation of Early Diagnosis of COVID-19 Algorithms. Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani |
| 2022 | Event Detection with Cross-Sentence Graph Convolutional Networks. Shiming He, Yu Hong, Zhongqiu Li, Jianmin Yao, Guodong Zhou |
| 2022 | Expand-Extract: A Parallel Corpus Mining Framework from Comparable Corpora for English-Myanmar Machine Translation. May Myo Zin, Teeradaj Racharak, Minh Le Nguyen |
| 2022 | Explicit History Selection for Conversational Question Answering. Zhiyuan Zhang, Qiaoqiao Feng, Yujie Wang |
| 2022 | Exploring Heterogeneous Feature Representation for Document Layout Understanding. Guosheng Feng, Danqing Huang, Chin-Yew Lin, Damjan Dakic, Milos Milunovic, Tamara Stankovic, Igor Ilic |
| 2022 | Exploring Language-Interfaced Fine-Tuning for COVID-19 Patient Survival Classification. Connor Shorten, Erika Cardenas, Taghi M. Khoshgoftaar, Javad Hashemi, Safiya George Dalmida, David Newman, Debarshi Datta, Laurie Martinez, Candice Sareli, Paula Eckard |
| 2022 | Exploring Policy Diversity in Parallel Actor-Critic Learning. Yanqiang Zhang, Yuanzhao Zhai, Gongqian Zhou, Bo Ding, Dawei Feng, Songwang Liu |
| 2022 | Extending a Refinement Acting Engine for Fleet Management: Concurrency and Resources. Jérémy Turi, Arthur Bit-Monnot |
| 2022 | FIXC: A Method for Data Distribution Shifts Calibration via Feature Importance. Zhendong Liu, Wenyu Jiang, Yi Zhang, Chongjun Wang |
| 2022 | Feature Transform Correlation Network for Object Detection. Shouhong Wan, Xiaoting Li, Peiquan Jin, Jia Xie |
| 2022 | Federated Grouping Panoptic Segmentation for LiDAR Point Cloud Based on Convolutional Network. Chengzhang Shi, Chung-Ming Own, Ruimin Zhou |
| 2022 | FoCA: Failure-oriented Class Augmentation for Robust Image Classification. Mohit Kumar Ahuja, Sahil Sahil, Helge Spieker |
| 2022 | Fully Parameterized Dueling Mixing Distributional Q-Leaning for Multi-Agent Cooperation. Qianhui Wang, Xinzhi Wang, Mingke Gao, Xiangfeng Luo, Yang Li, Han Zhang |
| 2022 | GANs for Class-Imbalanced Data: A Meta-Analysis of GitHub Projects. Rick Sauber-Cole, Taghi M. Khoshgoftaar, Justin M. Johnson |
| 2022 | GTRNet: a graph-based table reconstructed network. Yuchen Luo, Zheng Huang, Jie Guo, Weidong Qiu |
| 2022 | Generating Adversarial Examples for Low-Resource NMT via Multi-Reward Reinforcement Learning. Shuo Sun, Hongxu Hou, Zongheng Yang, Yisong Wang, Nier Wu |
| 2022 | Graph Structure Guided Transformer for Semantic Segmentation. Luyang Qian, Canlong Zhang, Zhixin Li, Zhiwen Wang |
| 2022 | HIAE: Hyper-Relational Interaction Aware Embedding for Link Prediction. Lijie Li, Peikai Yuan, Ye Wang, Jiahang Li |
| 2022 | How Features Benefit: Parallel Series Embedding for Multivariate Time Series Forecasting with Transformer. Xuande Feng, Zonglin Lyu |
| 2022 | Hybrid Structure Encoding Graph Neural Networks with Attention Mechanism for Link Prediction. Dezhi Sun, Man Hu, Fucheng You, Han Xiao |
| 2022 | IDEA: Interactive Double Attentions from Label Embedding for Text Classification. Ziyuan Wang, Hailiang Huang, Songqiao Han |
| 2022 | Image Inpainting with Context Flow Network. Jianwen Liu, Jiarui Xue, Juan Zhang, Ying Yang |
| 2022 | Imitation Learning-Based Drone Motion Planning in Dense Obstacle Scenarios. Ji Wang, Ziyue Hou, Longyuan Zhang, Wei Li, Zhongxue Gan |
| 2022 | Impact of Categorical Variable Encodings on Bayesian Optimization Performance. Jan Krummenauer, Nesrine Kammoun, Benedikt Stein, Juergen Goetze |
| 2022 | Implicit Feature Alignment For Knowledge Distillation. Dingyao Chen, Mengzhu Wang, Xiang Zhang, Tianyi Liang, Zhigang Luo |
| 2022 | Implicit and Explicit Emotion Enhanced Empathetic Dialogue Generation. Qingmeng Zhu, Chen Li, Hao He, Hetian Song, Ziyin Gu, Wenjing Ying |
| 2022 | Improved Faster-RCNN Based Biomarkers Detection in Retinal Optical Coherence Tomography Images. Xiaoming Liu, Kejie Zhou, Man Wang, Ying Zhang |
| 2022 | Improving Surrogate Model Prediction by Noise Injection into Autoencoder Latent Space. Michele Lazzara, Max Chevalier, Jasone Garay-Garcia, Corentin Lapeyre, Olivier Teste |
| 2022 | Improving the Timeliness of Early Prediction Models for Sepsis through Utility Optimization. Anastasios Lamproudis, Aron Henriksson, John Karlsson Valik, Pontus Nauclér |
| 2022 | In-Batch Negatives' Enhanced Self-Supervised Learning. Yixin Tang, Hua Cheng, Yiquan Fang, Yiming Pan |
| 2022 | In-air Handwriting System Based on Improved YOLOv5 algorithm and Monocular Camera. Minghong Ye, Xiwen Qu, Jun Huang, Xuangou Wu |
| 2022 | Incorporating the Graph Representation of Video and Text into Video Captioning. Min Lu, Yuan Li |
| 2022 | Information-Interaction Feature Pyramid Networks for Object Detection. Jie Hu, Lihao Xie, Xiaoai Gu, Wencai Xu, Minjie Chang, Boyuan Xu |
| 2022 | Is it a bug or a feature? Identifying software bugs using graph attention networks. Nikos Kanakaris, Ilias Siachos, Nikos I. Karacapilidis |
| 2022 | KPE-GCN: A Keyphrase-Enhanced Graph Convolutional Network for Imbalanced Text Classification. Huaxuan Zhao, Hui Zhao, Lu Hou |
| 2022 | Knowledge Discovery from Qualitative Spatial and Temporal Data. Abderrahmane Boukontar, Jean-François Condotta, Yakoub Salhi |
| 2022 | Knowledge Graph Completion by Multi-Channel Translating Embeddings. Honglin Fang, Peng Yu, Lei Feng, Fanqin Zhou, Wenjing Li, Ying Wang, Mingyu Zhao, Xueqiang Yan, Jianjun Wu |
| 2022 | Language Driven Image Editing via Transformers. Rodrigo Santos, António Branco, João Silva |
| 2022 | Learning Generalized Hybrid Proximity Representation for Image Recognition. Zhiyuan Li, Anca L. Ralescu |
| 2022 | Learning Optimal Fair Scoring Systems for Multi-Class Classification. Julien Rouzot, Julien Ferry, Marie-José Huguet |
| 2022 | Learning an Interpretable Learning Rate Schedule via the Option Framework. Chaojing Yao |
| 2022 | Learning from Suboptimal Demonstration via Trajectory-Ranked Adversarial Imitation. Luyao Chen, Shaorong Xie, Tao Pang, Hang Yu, Xiangfeng Luo, Zhenyu Zhang |
| 2022 | Learning similarity features of point clouds in Euclidean space and feature space. Yue Fang, Ming Ye, Feng Chen |
| 2022 | Local-guided Global Collaborative Learning Transformer for Vehicle Reidentification. Yanli Shi, Xiaofei Zhang, Xiaojun Tan |
| 2022 | MFSE: A Meta-Fusion Model for Polypharmacy Side-Effect Prediction with Graph Neural Networks. Angelos Ragkousis, Olga Flogera, Vasileios Megalooikonomou |
| 2022 | MHTTS: Fast Multi-head Text-to-speech For Spontaneous Speech With Imperfect Transcription. Dabiao Ma, Zhiba Su, Yitong Zhang, Emily Huang, Meng Li, Qiwen Lyu, Feng Ye |
| 2022 | MIFTP: A Multimodal Multi-Level Independent Fusion Framework with Improved Twin Pyramid for Multilabel Chest X-Ray Image Classification. Jingni Zeng, Ke Niu, You Lu, Su Pei, Yuhang Zhou, Zhongmin Guo |
| 2022 | MRM: Site Selection via Mutil-round Meanshift for Global Fairness. Yuxin Ge, Hongtao Luo, Chen-Xuan Fang, Zhi-Wei Zhu, Chongjun Wang |
| 2022 | MTSMAE: Masked Autoencoders for Multivariate Time-Series Forecasting. Peiwang Tang, Xianchao Zhang |
| 2022 | Measuring Machine Learning Robustness in front of Static and Dynamic Adversaries. Héctor D. Menéndez |
| 2022 | Mining Influential Training Data by Tracing Influence on Hard Validation Samples. Qikai Zhang, Fan Zhang, Samee U. Khan |
| 2022 | MoGoCo-@Net: Discrete Multi-Objective Grey Wolf Optimization for Discovering Community Structures in Attributed Networks. Mehdi Azaouzi, Lotfi Ben Romdhane |
| 2022 | Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing. Xiaonan Zeng, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang |
| 2022 | Morphological Classification of Neurons Based Deep Residual Multiscale Convolutional Neural Network. Fuyun He, Yan Wei, Youwei Qian |
| 2022 | Multi-Instance Active Learning for Relation Extraction. Meilin Cao, Jiqiong Jiang, Jing Zhang |
| 2022 | Multi-Level Feature Aggregation Network for Full-Reference Image Quality Assessment. Zhiyuan Chen, Yihua Chen, Xiaoping Liang, Zhenjun Tang |
| 2022 | Multi-Omics Data Integration Patient Classification Method Based on Deep Dense Residual Shrinkage Network. Wenyao Li, Kai Lin, Yaqing Hou, Qiang Zhang |
| 2022 | Multi-Task Learning for Face Recognition via Mutual Information Minimization. Weizhu Qian |
| 2022 | Multi-branch selection fusion fine-grained classification algorithm based on coordinate attention localization. Feng Zhang, Gaocai Wang |
| 2022 | Multi-scale Intermediate Flow Estimation for Video Frame Interpolation. Zehua Fan, Feng Zhu, Lei Li, Xiaoyang Tan |
| 2022 | Multiple Feature Mining Based on Local Correlation and Frequency Information for Face Forgery Detection. Shuai Liu, Qian Jiang, Xin Jin, Zhenli He, Wei Zhou, Shaowen Yao, Qiannian Wang |
| 2022 | Multiscale Approach in Deep Convolutional Networks for Minutia Extraction from Contactless Fingerprint Images. Anderson Nogueira Cotrim, Hélio Pedrini |
| 2022 | Multitask Learning Neural Networks for Pandemic Prediction with Public Stance Enhancement. Zhong Zhang, Feng Xie, Xuechen Zhao, Bin Zhou, Jian Chen, Lei Tian |
| 2022 | NCCR: Neighbor and Cluster Consistency Regularization for Improving Graph Node Classification. Feiming Yang, Yurui Lai, Leshan Wang, Rui Fan |
| 2022 | Network New Word Discovery Framework Based on Sentence Semantic Vector Similarity. Ganfeng Yu, Yue Feng Ma, Yang Song |
| 2022 | Offline Reinforcement Learning via Policy Regularization and Ensemble Q-Functions. Tao Wang, Shaorong Xie, Mingke Gao, Xue Chen, Zhenyu Zhang, Hang Yu |
| 2022 | On Domain Generalization for Batched Prediction: the Benefit of Contextual Adversarial Training. Chune Li, Yongyi Mao, Richong Zhang |
| 2022 | On Hypergraphical Bayesian Games. Hélène Fargier, Paul Jourdan, Régis Sabbadin |
| 2022 | Online Improved Vehicle Tracking Accuracy via Unsupervised Route Generation. Liang Xie, Menghao Hu, Xinbei Bai |
| 2022 | Optimized Echo State Network based on PSO and Gradient Descent for Choatic Time Series Prediction. Rebh Soltani, Emna Benmohamed, Hela Ltifi |
| 2022 | Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning. Sauman Das |
| 2022 | Order-sensitive Neural Constituency Parsing. Zhicheng Wang, Tianyu Shi, Liyin Xiao, Cong Liu |
| 2022 | PICS: Parallel Index-based Search Algorithm for Coalition Structure Generation. Redha Taguelmimt, Samir Aknine, Djamila Boukredera, Narayan Changder |
| 2022 | PWPROP: A Progressive Weighted Adaptive Method for Training Deep Neural Networks. Dong Wang, Tao Xu, Huatian Zhang, Fanhua Shang, Hongying Liu, Yuanyuan Liu, Shengmei Shen |
| 2022 | Partially Supervised Classification for Early Concept Drift Detection. Maxime Fuccellaro, Laurent Simon, Akka Zemmari |
| 2022 | Path-aware Multi-hop Question Answering Over Knowledge Graph Embedding. Jingchao Wang, Weimin Li, Yixing Guo, Xiaokang Zhou |
| 2022 | Phrase Level VAE on Symbolic Melody Contour Generation. Pengfei Zeng |
| 2022 | Pre-Avatar: An Automatic Presentation Generation Framework Leveraging Talking Avatar. Aolan Sun, Xulong Zhang, Tiandong Ling, Jianzong Wang, Ning Cheng, Jing Xiao |
| 2022 | Pre-reading Activity over Question for Machine Reading Comprehension. Chenchen Yuan, Kaiyang Liu, Xulu Zhang |
| 2022 | Presenting an event through the description of related tweets clusters. Olivier Gracianne, Anaïs Halftermeyer, Thi-Bich-Hanh Dao |
| 2022 | Privacy-preserving Cost-sensitive Federated Learning from Imbalanced Data. Xiaowei Liu, Yuanzhi Yao, Yuting Ma, Nenghai Yu |
| 2022 | Private and Shared Feature Extractors Based on Hierarchical Neighbor Encoder for Adaptive Few-Shot Knowledge Graph Completion. Canqun Yang, Weiwen Zhang |
| 2022 | Probabilistic Matrix Completion. Xuan Li, Li Zhang |
| 2022 | Pyramid Transformer: A Multi-size Object Detection Model with Limited Device Requirements for the Nursing Robot. Jiazheng Li, Jiexin Xie, Jiaxin Wang, Yujian Wen, Shijie Guo |
| 2022 | QDN: An Efficient Value Decomposition Method for Cooperative Multi-agent Deep Reinforcement Learning. Zaipeng Xie, Yufeng Zhang, Pengfei Shao, Weiyi Zhao |
| 2022 | RETSR: An Effective Review-Enhanced and Time-Aware Sequential Recommendation Framework. Weijin Wang, Jin Li, Yilei Wang, Zhongwang Zhang |
| 2022 | RGB-D Saliency Detection with 3D Cross-modal Fusion and Mid-level Integration. Taoqi Liu, Bo Li |
| 2022 | RIA: A Reversible Network-based Imperceptible Adversarial Attack. Fanxiao Li, Renyang Liu, Zhenli He, Song Gao, Yunyun Dong, Wei Zhou |
| 2022 | RITNet: A Rotation Invariant Transformer based Network for Point Cloud Registration. Min Yang, Yaochen Li, Su Wang, Shaohan Yang, Hujun Liu |
| 2022 | Real-time classification of handball game situations. Bruno Cabado, Bertha Guijarro-Berdiñas, Emilio J. Padrón |
| 2022 | Reinforcement Learning Based Incentive Mechanism for Federated Meta Learning: A Game-Theoretic Perspective. Shenglv Zhang, Yuren Zhou, Haohao Qu, Yiting Zhu, Linlin You |
| 2022 | Reshaping the Semantic Logits for Proposal-free Panoptic Segmentation. Tianqi Lu, Chenyue Zhu |
| 2022 | Retinal Artery/Vein Classification Based on Multi-Scale Category Fusion. Kunyi Duan, Suyu Wang, Hongyu Liu, Jian He |
| 2022 | Reusing Comparator Networks in Pseudo-Boolean Encodings. Michal Karpinski, Marek Piotrów |
| 2022 | SD-PDMD: Deep Reinforcement Learning for Robotic Trajectory Imitation. Yue Li, Jiexin Xie, Yang Li, Shijie Guo |
| 2022 | SIA-Net: Scalable Interaction-Aware Network for Vehicle Trajectory Prediction Based on Self-Attention. Junan Huang, Zhiqiu Huang, Guohua Shen, Heng Xu, Gaoyang Hua |
| 2022 | SICKNet: A Humor Detection Network Integrating Semantic Incongruity and Commonsense Knowledge. Penglong Huang, Xingwei Zeng, Jinta Weng, Ying Gao, Heyan Huang, Maobin Tang |
| 2022 | Sequential Recommendation with Dual Learning. Chenliang Zhang, Lingfeng Shi |
| 2022 | SiamORPN: Enabling Orthogonality between Object and Background in Siamese Object Tracking. Kai Huang, Chaolin Pan, Jun Chu, Lu Leng, Jun Miao, Junjiang Wu, Lingfeng Wang |
| 2022 | Similarity-Driven Adaptive Prototypical Network for Class-incremental Few-shot Named Entity Recognition. Yifan Chen, Zhan Huang, Minghao Hu, Dongsheng Li, Changjian Wang, Ankun Wang, Boyang Wang, Xicheng Lu |
| 2022 | Six-to-one: Cubemap-guided Feature Calibration for Panorama Object Detection. Jingbo Miao, Yanwei Liu, Kan Wang, Jinxia Liu, Antonios Argyriou, Yanni Han, Zhen Xu |
| 2022 | Skill-Oriented Hierarchical Structure for Deep Knowledge Tracing. Zhenyuan Yang, Shimeng Xu, Changbo Wang, Gaoqi He |
| 2022 | Speech Signal Analysis of Autistic Children Based on Time-Frequency Domain Distinguishing Feature Extraction. Le Chen, Chao Zhang, Xiangping Gao |
| 2022 | Stream Reasoning approach for Anticipating Human Activities in Ambient Intelligence environments. Koussaila Moulouel, Mohamed Arbane, Abdelghani Chibani, Ghazaleh Khodabandelou, Yacine Amirat |
| 2022 | Structure Similarity Graph for Cross-Network Node Classification. Xinzheng Li, Yuhong Zhang, Peipei Li, Xuegang Hu |
| 2022 | Subspace-Focused Search Method for Optimal Coalition Structure Generation. Redha Taguelmimt, Samir Aknine, Djamila Boukredera, Narayan Changder |
| 2022 | Swarm robotics coordination dynamics modelled and formalised through Coloured Petri Nets. Claudiney R. Tinoco, Leiliane Pereira de Rezende, Stéphane Julia, Gina M. B. Oliveira |
| 2022 | Taking Advantage of a Very Simple Property to Efficiently Infer NFAs. Tomasz Jastrzab, Frédéric Lardeux, Éric Monfroy |
| 2022 | Time Series Augmentation with Time-Scale Modifications and Piecewise Aggregate Approximation for Human Action Recognition. Mariusz Oszust, Dawid Warchol |
| 2022 | Towards Interpretable Feature Representation for Domain Adaptation Problem. Yi Fang, Zhi-Jie Chen, Qianwei Zhou, Xiao-Xin Li |
| 2022 | Towards Query-limited Adversarial Attacks on Graph Neural Networks. Haoran Li, Jinhong Zhang, Song Gao, Liwen Wu, Wei Zhou, Ruxin Wang |
| 2022 | Towards building reliable deep learning based driver identification systems. Li Zeng, Mohammad Al-Rifai, Michael Nolting, Wolfgang Nejdl |
| 2022 | Transfer Learning for Regression through Adaptive Gaussian Process. Changhua Xu, Kai Yang, Xue Chen, Xiangfeng Luo, Hang Yu |
| 2022 | Two-stage Modeling for Prediction with Confidence. Dangxing Chen |
| 2022 | U-Net Based Discriminator for Real-World Super-Resolution. Kevin Ian Ruiz Vargas, Fidel Alejandro Guerrero Peña, Pedro Diamel Marrero Fernández, Leonardo Lanfranchi, Ing Jyh Tsang, Tsang Ing Ren |
| 2022 | UCL-AST: Active Self-Training with Uncertainty-Aware Clouded Logits for Few-Shot Text Classification. Yi Xu, Jie Hu, Zhiqiao Gao, Jinpeng Chen |
| 2022 | Using Noise and External Knowledge to Enhance Chinese Pre-trained Model. Haoyang Ma, Zeyu Li, Hongyu Guo |
| 2022 | Using Physiological Metrics to Improve Reinforcement Learning for Autonomous Vehicles. Michael Fleicher, Oren Musicant, Amos Azaria |
| 2022 | VS-Net: Multiscale Spatiotemporal Features for Lightweight Video Salient Document Detection. Hemraj Singh, Mridula Verma, Ramalingaswamy Cheruku |
| 2022 | Vehicle Damage Detection based on MD R-CNN. Yuxin Chen, Hua Yuan, Shoubin Dong, Jinbo Peng |
| 2022 | Vehicle Trajectory Prediction Model Based on Attention Mechanism and Inverse Reinforcement Learning. Liping Lu, Qinjian Ning, Yujie Qiu, Duanfeng Chu |
| 2022 | Video Face Recognition Using Neural Aggregation Networks with Mutual Relational Learning. Kangli Zeng, Zhongyuan Wang, Tao Lu, Jianyu Chen |
| 2022 | Weakly Supervised Anomaly Localization and Segmentation of Biomarkers in OCT Images. Xiaoming Liu, Qi Liu |
| 2022 | Weakly Supervised Two-Stage Training Scheme for Deep Video Fight Detection Model. Zhenting Qi, Ruike Zhu, Zheyu Fu, Wenhao Chai, Volodymyr V. Kindratenko |
| 2022 | Zero-Shot Stance Detection via Sentiment-Stance Contrastive Learning. Jiaying Zou, Xuechen Zhao, Feng Xie, Bin Zhou, Zhong Zhang, Lei Tian |
| 2022 | scikit-fda: Computational Tools for Machine Learning with Functional Data. Carlos Ramos-Carreño, José Luis Torrecilla, Yujian Hong, Alberto Suárez |